Recipe

Gen-AI App for proposing recipes based on ingredients

Requirements:

You need to have the following installed

• Python 3.11+ (should work with previous versions)
• poetry

Install dependencies

• Run 'poetry install' in the root folder
• You should have postgres running using docker-compose: docker-compose up -d

Execution

Using command-line:

• Run 'poetry shell' in the root folder.
• Navigate to the folder 'src/ticker_extractor'
• customize the .env file indicating your local IP
• Load tickers in the database with command python3 tickers.py
• Run 'fastapi dev main.py' or 'fastapi run main.py' for starting the web server

API Examples

It's possible to call the api endpoint using localhost:8000 as base url:

For text:

• https://localhost:8000/recommend_recipe?ingredients=chicken,garlic

For images:

You can use any image number from 1 to 10. The system will autocomplete the image path:

• https://localhost:8000/recommend_recipe?image=2

Architecture

• See docs/architecture_diagram.png

TODO

• Sanitize input.
• Add authentication (optional).
• Use a queue to avoid API limits overriding.

Environment used:

• WSL2 (requires using local network IP)
• Ubuntu 24.02